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76   Ch a p t e r  Th r e e


              3.4.2.2 3D Quantification Methods
              To accurately quantify the distribution of the contact normal and branch vector distri-
              butions, it is necessary to determine the boundary coordinates of the particle. Wang, et
              al. (2004) developed a method to reconstruct the 3D microstructure of granular materi-
              als using tomography imaging and image analysis. This method can be used to obtain
              the surface coordinates of each individual particle in a particulate system. A brief de-
              scription of the method is presented below. The study by Wang et al. (2003) mainly fo-
              cused on the methodology development, which directly used a real aggregate. The de-
              scription of the method is directly tied into an application as an example. The aggregate
              is Louisiana sandstone passing a 12.5 mm sieve size but retained on 9.5 mm sieve size.
              The aggregate was placed in a 35 mm film cartridge for X-ray scanning. The size of the
              cross-section images was 512   512 pixels with a resolution of 0.07 mm/pixel. The in-
              terval of the cross-sections was 0.42 mm or 6.0 pixels. Using the method by Wang, et al.
              (2003), the particle cross-sections belonging to the same particle were identified and
              reconstructed into the 3D particle representation. The x, y, and z coordinates for 72
              points on each of the particle cross-sections are determined. Figure 3.12 presents the 3D
              visualization of an assembly of 52 particles in the cartridge. With this representation,
              the mass center coordinates and the coordinates of surface points of each particle are
              available. This set of data places the foundation for the quantification of the contact
              normal, branch vector, and particle orientation distribution.
              3.4.2.3  Determination of Particle Contacts
              Particles in a granular specimen are in contact with their adjacent particles. In fabric
              analysis, the average number of contacts per particle is called coordination number. The
              contacts between particles can be observed using X-ray tomography imaging, which
              basically obtains the images of horizontal cross-sections of certain thickness and spacing
              non-destructively. If the particles are spheres, the contact occurs at a point and there is
              little chance that a cross-section image includes the contact point. However, the shapes
              of the real particles are irregular and contacting areas rather than contacting points are
              involved in the contact between two particles as shown in Figure 3.13. It is also possible
              for two particles to contact at more than one portion (see also Figure 3.13).



              FIGURE 3.12  Rendering from
              surface Cartesian
              coordinates of particles.
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